The visualization below is from a larger project I am working on in Python related to consumer behavior on Twitter. You can follow the full project as it is being finalized here. The visualization highlights the variation in consumer profiles across businesses and how they vary within each business (The bars represent medians, whereas the coloration represents mean. Incongruities between the two represent a skewed distribution of consumer characteristics, which may indicate bots, the presence of super-users, or something else as yet undetermined)